Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9573304 0.9923065 0.8280958 0.0347832 0.9732101
bt 0.8161926 0.8810836 0.9060248 0.1315639 0.6426528
maxnet 0.6006565 0.7363656 0.9493787 0.2276272 0.3980232
gam 0.7680525 0.7739727 0.9712828 0.1583010 0.3956743
glm 0.7231947 0.7124310 0.7741528 0.1754086 0.3776151

Variable Importance